Run
6919922

Run 6919922

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 02-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.631987098573392
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight2.1518341505492
mlr.classif.xgboost(9)_subsample0.901462404150516
mlr.classif.xgboost(9)_colsample_bytree0.470466275233775
mlr.classif.xgboost(9)_colsample_bylevel0.79900521133095
mlr.classif.xgboost(9)_lambda0.379650827547748
mlr.classif.xgboost(9)_alpha0.835579477964711
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4758
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9724
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9717
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8805
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2712.7603
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0357
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9718
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.148
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1554
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4479
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.8095
UserCPU time millis
14654.953
UserCPU time millis testing
4.042
UserCPU time millis training
14650.911